merge two pandas dataframes code example

Example 1: merge two dataframes based on column

df_outer = pd.merge(df1, df2, on='id', how='outer')

df_outer

Example 2: combining 2 dataframes pandas

df_3 = pd.concat([df_1, df_2])

Example 3: pandas merge multiple dataframes

import pandas as pd
from functools import reduce

# compile the list of dataframes you want to merge
data_frames = [df1, df2, df3]
df_merged = reduce(lambda  left,right: pd.merge(left,right,on=['key_col'],
                                            how='outer'), data_frames)

Example 4: merge dataframe

In [46]: result = pd.merge(left, right, how="right", on=["key1", "key2"])

Example 5: join tables pandas

In [88]: result = left.join(right, how='inner')